Run
1664645

Run 1664645

Task 3504 (Supervised Classification) webdata_wXa Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.BayesNet(1)Weka implementation of BayesNet
weka.BayesNet(1)_Dtrue
weka.BayesNet(1)_Qweka.classifiers.bayes.net.search.local.K2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13386.5888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.568
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9378
Cross-validation details (10-fold Crossvalidation)